張然 助理研究員
工程軟件系教師，主要從事系統(tǒng)性能、人工智能技術應用等相關研究，開展了包括系統(tǒng)性能分析和優(yōu)化、大數(shù)據(jù)分析等工作。相關研究發(fā)表在TCCN、ICWS、GLOBECOM等國際高水平期刊和會議上。此外，曾承擔IoTJ、TCCN、ICDM、TVT、ICC等多個國際高水平期刊和會議的審稿工作，并曾擔任IEEE SmartCloud Workshop的Publicity Chair和TPC member。
研究方向：系統(tǒng)性能、人工智能技術應用、工程軟件研發(fā)
教育背景：
2019.09-2024.06 山東大學 軟件學院 軟件工程 博士
2022.06-2023.05 日本室蘭工業(yè)大學 科學與信息學系 聯(lián)合培養(yǎng)博士生
2016.09-2019.07 山東大學 軟件學院 軟件工程 碩士
發(fā)表論文
l Performance evaluation of GPS scheduling with self-similar traffic: A knowledge-driven dual task deep learning approach, IEEE Transactions on Cognitive Communications and Networking. R. Zhang, N. Liu, L. Liu, M. Dong, K. Ota and Z. Yan. 2024,10(2): 510-525.
l Bridges the crowd: rim chain framework, International Journal of Crowd Science. P. Li, R. Zhang, L. Cui, Q. Li and G. Zhou. 2019, 3(2): 106-116. (通訊作者)
l Is it fair? Resource allocation for differentiated services on demands, IEEE International Conference on Web Services (ICWS). R. Zhang, N. Liu, L. Liu, W. Zhang, H. Yuan, M. Dong and L. Cui. 2022: 355-360.
l Maximizing Profits with ON/OFF Multi-Server Configurations in Distributed Edge Clouds. International Conference on Cloud and Network Computing (ICCNC 2024). D. Zheng, R. Zhang, L. Liu and L. Zhao.
l Research on Active Detection Method of Network Congestion, IEEE Global Communications Conference (GLOBECOM). R. Zhang, J. Zhang, L. Liu, Z. Yan and M. Dong. 2022: 4685-4690.
l Performance Modeling of a General GPS Scheduling Under Long Range Dependent Traffic, (IEEE ISPA/BDCloud/SocialCom/SustainCom). R. Zhang, L. Liu, X. Lu, Z. Yan and H. Li. 2020: 683-689.
l Answer Aggregation of Crowdsourcing Employing an Improved EM-Based Approach. Algorithms and Architectures for Parallel Processing(ICA3PP 2018). R. Zhang, L. Liu, L. Cui, W. He and H. Li. 2018: 280-290.
社會兼職：
? 審稿
● IEEE Internet of Things Journal (IoTJ)
l IEEE Transactions on Cognitive Communications and Networking (TCCN)
● IEEE Transactions on Vehicular Technology (TVT)
● IEEE Transactions on Big Data
l IEEE International Conference on Data Mining
● IEEE International Conference on Communications (ICC)
? 機構任職
● IEEE SmartCloud Workshop, Publicity Chair, 2024
l IEEE SmartCloud Workshop, TPC member, 2024
電子郵箱：zhran@mail.sdu.edu.cn
